What you'll learn
- Python fundamentals
- Statistics from the ground up introduces basic statistical concepts, which are then applied using Python
- One and two sample z, t, Chi-Square, F Tests, ANOVA, and other inferential statistics
- Mean, Mode, Median, Standard Deviation, Variance, and Interquartile Range are all descriptive statistics
- Normal, Binomial, and Poisson Probability Distributions
Who is this course for
- Anyone who wants to make fact-based decisions using statistics
- Anyone interested in learning Python for a career in data science
- Anyone who finds statistics confusing and wishes to learn it in simple terms
After completing this course, you will have premium skills to become a pro at python fundamentals.
With this, you can get free access to
- Course Materials for Life
- Expertise in all things related to Data Using Statistical Models with Python
About Us
Over 100,000 students have received instruction from this online academy in topics including Lift Style, Fitness Training, Cyber Security, Ethical Hacking, Facebook Ads, SEO, Email Marketing, eCommerce, Business Investing, Social Media Marketing, Launching Your Own Business, and Marketing/Ad Agency!
We provide a wide variety of top-notch online courses that educate through real-world examples from subject matter experts and tried-and-true research, all supported by top-notch, studio vocally narrated videos! Teaching practical life skills, which are crucial in today's environment, is the focus.
Every course offered by this online learning academy is instructed by subject-matter specialists who genuinely love what they do and want to share it with others.
Course Curriculum
- 01.Module Overview (1:29)
- 02.Prerequisites and Course Outline (1:20)
- 03.Descriptive Statistics to Summarize Data (4:36)
- 04.Introducing Hypothesis Testing (5:00)
- 05.Lady Tasting Tea (4:50)
- 06.The Power, Alpha and p-value of a Statistical Test (2:33)
- 07.Introducing the t-test (4:04)
- 08.One Sample Location t-test and the Z-Test (3:13)
- 09.Other Types of t-tests (6:03)
- 10.One-way ANOVA (6:35)
- 11.Two-way ANOVA (2:48)
- 12.Pearson's Chi2 Test (4:16)
- 13.Module Summary (1:36)
- 01.Module Overview (1:15)
- 02.Demo Preparing Data for Hypothesis Testing (7:48)
- 03.Demo Performing the Independent t-test (6:33)
- 04.Demo Performing Welch's t-test (7:11)
- 05.Demo Performing the Paired Difference t-test (5:11)
- 06.Demo One-way ANOVA and Tukey's Honest Significant Difference Test (5:29)
- 07.Demo Two-way ANOVA (7:40)
- 08.Demo Chi2 Analysis (7:38)
- 09.Module Summary (1:20)
- 01.Module Overview (1:12)
- 02.Introducing Linear Regression (3:54)
- 03.Minimizing Mean Square Error (3:23)
- 04.Multiple Regression and Adjusted R-square (4:28)
- 05.Demo Preparing Data for Simple Linear Regression (5:56)
- 06.Demo Linear ..Techniques (4:54)
- 07.Demo Visualizing Correlations in Data (3:12)
- 08.Demo Selecting..Using Correlations (5:03)
- 09.Demo Selecting Mutual Information (1:40)
- 10.Module Summary (1:18)
- 01.Module Overview (1:40)
- 02.The Intuition behind Logistic Regression (6:12)
- 03.Logistic Regression and Linear Regression (3:00)
- 04.Accuracy, Precision, and Recall (5:41)
- 05.Demo Performing Classification Using Logistic Regression (5:49)
- 06.Demo Selecting..Information (6:15)
- 07.Summary and Further Study (1:51)
- Exercise_file
Frequently Asked Questions
When does the course start and finish?
The course has begun and will never stop! You set the start and end dates for this entirely self-paced online course.
How long do I have access to the course?
Lifetime access—how does that sound? You receive unrestricted access to this course after registering for as long as you like, on any device you own.
Do I get a certificate?
Yes, when you complete the course, you will receive a certificate of completion which you can happily add to your resume or LinkedIn profile.
Can I cancel my subscription?
Yes you can. You have a 15-days money-back guarantee.
